Manager, Media Data Science ID42065
广州尼尔森市场研究有限公司
- 公司规模:1000-5000人
- 公司性质:合资(欧美)
- 公司行业:专业服务(咨询、人力资源、财会)
职位信息
- 发布日期:2019-08-11
- 工作地点:上海
- 招聘人数:若干人
- 工作经验:5-7年经验
- 学历要求:招若干人
- 语言要求:不限
- 职位类别:其他
职位描述
We are looking for a Data Scientist to join our data science team. In this role, you will lead a range of data analytics efforts, build Natural Language Understanding models to help us better understand media audience.
Responsibilities
Diving deep into data, doing analysis, and discovering patterns/root causes. Generate insights that drive our products
Analyze and evaluate the quality of data used for model training and testing
Write web crawling scripts to collect data from third party websites
Build machine learning / NLP / deep learning models, test and implement in Spark
Present proposals and results in a clear manner backed by data and coupled with actionable conclusions to drive business decisions
Communicate your results to diverse audiences with effective writing and visualizations
Qualifications
MSc or PhD in Math, Statistics, Engineering, or Science
Experience with web crawling, analyzing and quantifying structured and unstructured data
Strong experience with descriptive statistics and visualization tools
Solid experience with Natural Language Processing (NLP)
Experience with Chinese character based NLP API’s
Expert in Python, or another scripting language (R, Perl); command line usage, e.g., Bash.
Experience with Hadoop, Spark
Hands on experience of statistical modelling / machine learning / deep learning techniques
Excellent communication and organizational skills with significant attention to detail
2-5 years of relevant experience
职能类别: 其他
公司介绍
联系方式
- 公司地址:地址:span越秀区